Fairness

GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025 GenWriter: Reducing Gender Cues in Biographies through Text Rewriting ACL 2025 Glitter: A Multi-Sentence, Multi-Reference Benchmark for Gender-Fair German Machine Translation EMNLP 2025 Global Group Fairness in Federated Learning via Function Tracking AISTATS 2025 Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation ACL 2025 Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where? EMNLP 2025 Gradient Extrapolation for Debiased Representation Learning ICCV 2025 Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions ICLR 2025 Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025 Hate in Plain Sight: On the Risks of Moderating AI-Generated Hateful Illusions ICCV 2025 HatePRISM: Policies, Platforms, and Research Integration. Advancing NLP for Hate Speech Proactive Mitigation ACL 2025 Hate Speech in Times of Crises: a Cross-Disciplinary Analysis of Online Xenophobia in Greece ACL 2025 Have LLMs Reopened the Pandora’s Box of AI-Generated Fake News? NAACL 2025 HCRide: Harmonizing Passenger Fairness and Driver Preference for Human-Centered Ride-Hailing IJCAI 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 HEARTS: A Holistic Framework for Explainable, Sustainable and Robust Text Stereotype Detection IJCNLP 2025 HESEIA: A community-based dataset for evaluating social biases in large language models, co-designed in real school settings in Latin America EMNLP 2025 High School Course Scheduling: Student Preferences and Fairness Constraints (Student Abstract) AAAI 2025 Hire Me or Not? Examining Language Model’s Behavior with Occupation Attributes COLING 2025 How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making? NAACL 2025 Hyderabadi Pearls at Multilingual Counterspeech Generation : HALT : Hate Speech Alleviation using Large Language Models and Transformers COLING 2025 Hydrangea@DravidianLanTech2025: Abusive language Identification from Tamil and Malayalam Text using Transformer Models NAACL 2025 Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025 Identifying and Mitigating Social Bias Knowledge in Language Models NAACL 2025 IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning ICLR 2025